Combining Soft Computing and Statistical Methods in Data Analysis

ISBN: 978-3-642-14745-6 (Print) 978-3-642-14746-3 (Online)

Table of contents (78 chapters)

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  1. Front Matter

    Pages -

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    Chapter and Conference Paper

    Pages 1-8

    Prior Knowledge in the Classification of Biomedical Data

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    Chapter and Conference Paper

    Pages 9-16

    Estimation of a Simple Genetic Algorithm Applied to a Laboratory Experiment

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    Chapter and Conference Paper

    Pages 17-24

    A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators

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    Chapter and Conference Paper

    Pages 25-31

    R Code for Hausdorff and Simplex Dispersion Orderings in the 2D Case

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    Chapter and Conference Paper

    Pages 33-40

    On Some Confidence Regions to Estimate a Linear Regression Model for Interval Data

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    Chapter and Conference Paper

    Pages 41-48

    Possibilistic Coding: Error Detection vs. Error Correction

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    Chapter and Conference Paper

    Pages 49-56

    Coherent Correction for Conditional Probability Assessments with R

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    Chapter and Conference Paper

    Pages 57-64

    Inferential Rules for Weak Graphoid

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    Chapter and Conference Paper

    Pages 65-72

    Fast Factorization of Probability Trees and Its Application to Recursive Trees Learning

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    Chapter and Conference Paper

    Pages 73-80

    Option Pricing in Incomplete Markets Based on Partial Information

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    Chapter and Conference Paper

    Pages 81-88

    Lorenz Curves of extrema

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    Chapter and Conference Paper

    Pages 89-96

    Likelihood in a Possibilistic and Probabilistic Context: A Comparison

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    Chapter and Conference Paper

    Pages 97-104

    Nonparametric Predictive Inference for Order Statistics of Future Observations

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    Chapter and Conference Paper

    Pages 105-113

    Expected Pair-Wise Comparison of the Outcomes of a Fuzzy Random Variable

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    Chapter and Conference Paper

    Pages 115-122

    The Behavioral Meaning of the Median

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    Chapter and Conference Paper

    Pages 123-130

    Functional Classification and the Random Tukey Depth. Practical Issues

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    Chapter and Conference Paper

    Pages 131-138

    On Concordance Measures and Copulas with Fractal Support

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    Chapter and Conference Paper

    Pages 139-147

    Factorisation Properties of the Strong Product

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    Chapter and Conference Paper

    Pages 149-154

    Hadamard Majorants for the Convex Order and Applications

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    Chapter and Conference Paper

    Pages 155-163

    How to Avoid LEM Cycles in Mutual Rank Probability Relations

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